TRL 0.2.0 – A library to train language models with reinforcement learning
trl you can train transformer language models with Proximal Policy Optimization (PPO). The library is built on top of the
transformers library by 🤗 Hugging Face. Therefore, pre-trained language models can be directly loaded via
transformers. At this point most of decoder architectures and encoder-decoder architectures are supported.
PPOTrainer: A PPO trainer for language models that just needs (query, response, reward) triplets to optimise the language model.
AutoModelForSeq2SeqLMWithValueHead: A transformer model with an additional scalar output for each token which can be used as a value function in reinforcement learning.
Broadcast makes sending weekly updates fast, simple, and dare we say… fun. Take back control of your time. Broadcast gathers the information you need – like metrics, tasks, and more – before you even start typing. Assign sections and leave comments for real-time collaboration. See the direct impact from your messages across email and Slack […]
Text2SQL.AI uses theOpenAI GPT-3 Codexmodel which can translate English prompts to SQL queries, and SQL queries to English text. It is currently the most advanced Natural Language Processing tool available, and this is the exact same model which used by Github Copilot. The app currently supports: If you have any other feature request, please let […]
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